Gleb Gusev
Yandex

Gleb Gusev

Publications

Riemannian Optimization for Skip-Gram Negative Sampling
Fonarev A.
Grinchuk O.
Gusev G.
Serdyukov P.
Oseledets I.
ACL
2017
Periodicity in User Engagement with a Search Engine and Its Application to Online Controlled Experiments
Drutsa A.
Gusev G.
Serdyukov P.
TWEB
2017
Using the Delay in a Treatment Effect to Improve Sensitivity and Preserve Directionality of Engagement Metrics in A/B Experiments
Drutsa A.
Gusev G.
Serdyukov P.
WWW
2017
Efficient High-Order Interaction-Aware Feature Selection Based on Conditional Mutual Information
Shishkin A.
Bezzubtseva A.
Drutsa A.
Shishkov I.
Gladkih E.
Gusev G.
Serdyukov P.
NIPS
2016
Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods
Bogolubsky L.
Dvurechensky P.
Gasnikov A.
Gusev G.
Nesterov Y.
Raigorodskii A.
Tikhonov A.
Zhukovskiy M.
NIPS
2016
Efficient Rectangular Maximal-Volume Algorithm for Rating Elicitation in Collaborative Filtering
Fonarev A.
Mikhalev A.
Serdyukov P.
Gusev G.
Oseledets I.
ICDM
2016
Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments
Poyarkov A.
Drutsa A.
Khalyavin A.
Gusev G.
Serdyukov P.
KDD
2016
An Optimization Framework for Remapping and Reweighting Noisy Relevance Labels
Ustinovsky Y.
Fedorova V.
Gusev G.
Serdyukov P.
SIGIR
2016
Meta-Gradient Boosted Decision Tree Model for Weight and Target Learning
Ustinovsky Y.
Fedorova V.
Gusev G.
Serdyukov P.
ICML
2016
Practical Aspects of Sensitivity in Online Experimentation with User Engagement Metrics
Drutsa A.
Ufliand A.
Gusev G.
CIKM
2015
An Optimization Framework for Propagation of Query-Document Features by Query Similarity Functions
Zhukovskiy M.
Khatkevich T.
Gusev G.
Serdyukov P.
CIKM
2015
Extreme States Distribution Decomposition Method for Search Engine Online Evaluation
Nikolaev K.
Drutsa A.
Gladkih E.
Ulianov A.
Gusev G.
Serdyukov P.
KDD
2015
What can be Found on the Web and How: A Characterization of Web Browsing Patterns
Tikhonov A.
Ostroumova L.
Chelnokov A.
Bogatyy I.
Gusev G.
WebSci
2015
Future user engagement prediction and its application to improve the sensitivity of online experiments
Drutsa A.
Gusev G.
Serdyukov P.
WWW
2015
An Optimization Framework for Weighting Implicit Relevance Labels for Personalized Web Search
Ustinovsky Y.
Gusev G.
Serdyukov P.
WWW
2015
Gathering Additional Feedback on Search Results by Multi-armed Bandits with respect to Production Ranking
Vorobev A.
Lefortier D.
Gusev G.
Serdyukov P.
WWW
2015
Engagement Periodicity in Search Engine Usage: Analysis and its Application to Search Quality Evaluation
Drutsa A.
Gusev G.
Serdyukov P.
WSDM
2015
Parameter-Free Discovery and Recommendation of Areas-of-Interest
Laptev D.
Tikhonov A.
Gusev G.
Serdyukov P.
ACM SIGSPATIAL
2014
Supervised Nested PageRank
Zhukovskiy M.
Gusev G.
Serdyukov P.
2014
User Profiles Based on Revisitation Times
Pushnyakov F.
Gusev G.
WWW
2014
Crawling Policies Based on Web Page Popularity Prediction
Ostroumova L.
Bogatyy I.
Chelnokov A.
Tikhonov A.
Gusev G.
ECIR
2014
Through the looking glass: utilizing rich post-search trail statistics for web search
Gusev G.
Tolstikov A.
Shakhray M.
Serdyukov P.
CIKM
2013
Fresh BrowseRank
Zhukovskiy M.
Khropov A.
Gusev G.
Serdyukov P.
SIGIR
2013
Studying Page Life Patterns in Dynamical Web
Tikhonov A.
Gusev G.
Bogatyy I.
Burangulov P.
Ostroumova L.
Koshelev V.
SIGIR
2013
Predicting the Audience Size of a Tweet
Kupavskii A.
Gusev G.
Serdyukov P.
ICWSM
2013
Introducing search behavior into browsing based models of page’s importance
Zhukovskiy M.
Khropov A.
Gusev G.
Serdyukov P.
WWW
2013
URL Redirection Accounting for Improving Link-Based Ranking Methods
Zhukovskiy M.
Gusev G.
Serdyukov P.
ECIR
2013
Empirical Validation of the Buckley — Osthus Model for the Web Host Graph: Degree and Edge Distributions
Zhukovskiy M.
Vinogradov D.
Pritykin Y.
Ostroumova L.
Grechnikov E.
Gusev G.
Serdyukov P.
Raigorodskii A.
CIKM
2012
Recency-sensitive model of web page authority
Zhukovskiy M.
Vinogradov D.
Gusev G.
Serdyukov P.
Raigorodskii A.
CIKM
2012
Prediction of Retweet Cascade Size over Time
Kupavskii A.
Ostroumova L.
Usachev S.
Serdyukov P.
Gusev G.
Kustarev A.
CIKM
2012